OLYMPIC GAME ANALYSIS AND PREDICTION USING MACHINE LEARNING

Manjushree M; Kruthika Prasad; Kishore R E; Kashaf Khan K S

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Title: :  OLYMPIC GAME ANALYSIS AND PREDICTION USING MACHINE LEARNING
PaperId: :  24076
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 10 Issue 3 2024
DUI:    16.0415/IJARIIE-24076
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author Name	Author Institute
Manjushree M	P.E.S College of Engineering,Mandya
Kruthika Prasad	P.E.S College of Engineering,Mandya
Kishore R E	P.E.S College of Engineering,Mandya
Kashaf Khan K S	P.E.S College of Engineering,Mandya

Abstract

Research Area	Computer Science and Engineering
KeyWord	Machine learning, Logistic Regression Random forest, Analysis, Prediction.
Abstract	This study presents an analysis of the Olympic Games using machine learning techniques. The Olympic Games represent a unique and extensive dataset of sports performance spanning over a century. In this research, we leverage machine learning algorithms to extract valuable insights from this data, such as predicting medal tally, country-wise analysis, athlete-wise analysis and overall analysis. The analysis begins with data pre-processing, including data collection, cleaning, and feature engineering. Various machine learning models are then applied to the dataset, including regression, classification, and clustering algorithms. These models are used to predict medal winners, classify athlete performance categories, and group similar sports disciplines based on historical data.

Citations

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IJARIIE	Manjushree M, Kruthika Prasad, Kishore R E, and Kashaf Khan K S. "OLYMPIC GAME ANALYSIS AND PREDICTION USING MACHINE LEARNING" International Journal Of Advance Research And Innovative Ideas In Education Volume 10 Issue 3 2024 Page 3028-3033
MLA	Manjushree M, Kruthika Prasad, Kishore R E, and Kashaf Khan K S. "OLYMPIC GAME ANALYSIS AND PREDICTION USING MACHINE LEARNING." International Journal Of Advance Research And Innovative Ideas In Education 10.3(2024) : 3028-3033.
APA	Manjushree M, Kruthika Prasad, Kishore R E, & Kashaf Khan K S. (2024). OLYMPIC GAME ANALYSIS AND PREDICTION USING MACHINE LEARNING. International Journal Of Advance Research And Innovative Ideas In Education, 10(3), 3028-3033.
Chicago	Manjushree M, Kruthika Prasad, Kishore R E, and Kashaf Khan K S. "OLYMPIC GAME ANALYSIS AND PREDICTION USING MACHINE LEARNING." International Journal Of Advance Research And Innovative Ideas In Education 10, no. 3 (2024) : 3028-3033.
Oxford	Manjushree M, Kruthika Prasad, Kishore R E, and Kashaf Khan K S. 'OLYMPIC GAME ANALYSIS AND PREDICTION USING MACHINE LEARNING', International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 3, 2024, p. 3028-3033. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/OLYMPIC_GAME_ANALYSIS_AND_PREDICTION_USING_MACHINE_LEARNING_ijariie24076.pdf (Accessed : 09 September 2024).
Harvard	Manjushree M, Kruthika Prasad, Kishore R E, and Kashaf Khan K S. (2024) 'OLYMPIC GAME ANALYSIS AND PREDICTION USING MACHINE LEARNING', International Journal Of Advance Research And Innovative Ideas In Education, 10(3), pp. 3028-3033IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/OLYMPIC_GAME_ANALYSIS_AND_PREDICTION_USING_MACHINE_LEARNING_ijariie24076.pdf (Accessed : 09 September 2024)
IEEE	Manjushree M, Kruthika Prasad, Kishore R E, and Kashaf Khan K S, "OLYMPIC GAME ANALYSIS AND PREDICTION USING MACHINE LEARNING," International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 3, pp. 3028-3033, May-Jun 2024. [Online]. Available: https://ijariie.com/AdminUploadPdf/OLYMPIC_GAME_ANALYSIS_AND_PREDICTION_USING_MACHINE_LEARNING_ijariie24076.pdf [Accessed : 09 September 2024].
Turabian	Manjushree M, Kruthika Prasad, Kishore R E, and Kashaf Khan K S. "OLYMPIC GAME ANALYSIS AND PREDICTION USING MACHINE LEARNING." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 10 number 3 (09 September 2024).
Vancouver	Manjushree M, Kruthika Prasad, Kishore R E, and Kashaf Khan K S. OLYMPIC GAME ANALYSIS AND PREDICTION USING MACHINE LEARNING. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2024 [Cited : 09 September 2024]; 10(3) : 3028-3033. Available from: https://ijariie.com/AdminUploadPdf/OLYMPIC_GAME_ANALYSIS_AND_PREDICTION_USING_MACHINE_LEARNING_ijariie24076.pdf

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